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arxiv: cond-mat/0004173 · v2 · submitted 2000-04-11 · ❄️ cond-mat.dis-nn · cond-mat.stat-mech

Optimal coloured perceptrons

classification ❄️ cond-mat.dis-nn cond-mat.stat-mech
keywords algorithmsapproachashkin-tellercalculatedcapacitycolouredcomparedcouplings
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Ashkin-Teller type perceptron models are introduced. Their maximal capacity per number of couplings is calculated within a first-step replica-symmetry-breaking Gardner approach. The results are compared with extensive numerical simulations using several algorithms.

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